🚀 The feature, motivation and pitch It'd be great to have a fused linear and cross-entropy function in PyTorch, for example, torch.nn.functional.linear_cross_entropy. This function acts as a fused linear projection followed by a cross-en...
需要说明的是这个_attn_fwd_inner函数负责的是一小块Q(入参中的q)和KV的计算,代码中的for循环对应的就是伪代码中的对KV的循环,而Q的循环实际上是体现在triton kernel启动的设置,见下面的代码和注释: 代码语言:javascript 复制 # 定义了一个_attention类,它继承自torch.autograd.Function。这允许我们自定义一个...
The second instruction execution unit separately accumulates C to the products of A and B when the values of A, B and/or C do not meet a sufficient condition to perform a joint accumulation of C with the partial products of A and B.Thomas Elmer...
0x0. 前言继续Triton的学习,这次来到 https://triton-lang.org/main/getting-started/tutorials/06-fused-attention.html# 教程。也就是如何使用Triton来实现FlashAttention V2。对于FlashAttention和FlashAttent…
The second instruction execution unit separately accumulates C to the products of A and B when the values of A, B and/or C do not meet a sufficient condition to perform a joint accumulation of C with the partial products of A and B.Elmer, Thomas...
Non-load bearing applications are a potential field of use for FFF in dentistry. Models, trays, and prototypes for denture try-ins can be manufactured with FFF. Materials which are certified are commercially accessible or under investigation. Multi-material printers are available which allow the eas...